Parameters

Scatter plots

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

## 
## [[7]]

## 
## [[8]]

## 
## [[9]]

## 
## [[10]]

## 
## [[11]]

## 
## [[12]]

## 
## [[13]]

## 
## [[14]]

## 
## [[15]]

## 
## [[16]]

## 
## [[17]]

## 
## [[18]]

## 
## [[19]]

## 
## [[20]]

## 
## [[21]]

## 
## [[22]]

## 
## [[23]]

## 
## [[24]]

## 
## [[25]]

## 
## [[26]]

## 
## [[27]]

## 
## [[28]]

## 
## [[29]]

## 
## [[30]]

## 
## [[31]]

## 
## [[32]]

## 
## [[33]]

Density plots

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

## 
## [[7]]

## 
## [[8]]

## 
## [[9]]

## 
## [[10]]

## 
## [[11]]

## 
## [[12]]

## 
## [[13]]

## 
## [[14]]

## 
## [[15]]

## 
## [[16]]

## 
## [[17]]

## 
## [[18]]

## 
## [[19]]

## 
## [[20]]

## 
## [[21]]

## 
## [[22]]

## 
## [[23]]

## 
## [[24]]

## 
## [[25]]

## 
## [[26]]

## 
## [[27]]

## 
## [[28]]

## 
## [[29]]

## 
## [[30]]

## 
## [[31]]

## 
## [[32]]

## 
## [[33]]

Burn parameters

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

Combined parameters

The two burned HRU parameters were averaged together.

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

Parameters area weighted

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

Outlet results

Hydrograph

Cumulative Q

## [[1]]
## 
## [[2]]
## 
## [[3]]
## 
## [[4]]
## 
## [[5]]
## 
## [[6]]
## 
## [[7]]
## 
## [[8]]
## 
## [[9]]
## 
## [[10]]

KGE

Overall KGE

name value
grid2013 0.34
grid2017 0.48
gridall 0.50
grid2018 0.52
grid2020 0.53
statn2013 0.53
grid2012 0.54
grid2011 0.56
grid2016 0.57
grid2014 0.59
grid2019 0.60
grid2015 0.68
statn2015 0.78
statn2020 0.81
statn2018 0.82
statn2014 0.84
statn2017 0.84
statn2012 0.85
statn2019 0.86
statnall 0.86
statn2011 0.87
statn2016 0.88

KGE by year

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid2011 0.00 -0.96 -0.69 0.65 0.74 0.49 0.16 0.77 0.37 0.53
grid2012 0.41 -1.26 -0.83 0.71 0.73 0.47 0.38 0.66 0.55 0.22
grid2013 0.17 -0.71 -1.40 0.48 0.83 0.62 0.18 0.94 0.85 0.77
grid2014 0.52 -0.74 -0.72 0.37 0.75 0.45 0.47 0.45 0.31 0.38
grid2015 0.81 0.08 -0.38 0.34 0.35 0.73 0.46 0.62 0.65 0.81
grid2016 0.13 0.37 -0.76 0.57 0.68 0.65 0.40 0.85 0.69 0.77
grid2017 0.39 -1.67 -0.92 0.69 0.76 0.56 0.03 0.82 0.73 0.53
grid2018 0.71 -0.68 -0.97 0.65 0.70 0.56 0.42 0.82 0.48 0.72
grid2019 0.07 0.28 -0.68 0.57 0.68 0.71 0.35 0.66 0.81 0.81
grid2020 0.49 -0.58 -0.93 0.69 0.67 0.70 0.35 0.88 0.48 0.85
gridall 0.34 -0.39 -1.02 0.36 0.69 0.49 0.35 0.79 0.64 0.61
statn2011 0.18 -1.32 0.80 0.61 0.78 0.83 0.43 0.66 0.62 0.83
statn2012 0.42 -1.83 0.60 0.66 0.82 0.84 0.36 0.76 0.71 0.61
statn2013 -0.03 -1.53 -0.77 0.58 0.85 0.78 0.41 0.62 0.63 0.63
statn2014 0.25 -0.47 0.90 0.53 0.77 0.83 0.50 0.53 0.53 0.72
statn2015 0.52 -0.88 0.75 0.49 0.67 0.85 0.64 0.63 0.55 0.79
statn2016 0.32 -0.84 0.69 0.53 0.79 0.82 0.43 0.52 0.51 0.79
statn2017 0.04 -1.34 0.84 0.59 0.87 0.87 0.07 0.75 0.72 0.79
statn2018 0.37 -0.90 0.13 0.58 0.79 0.77 0.52 0.50 0.31 0.65
statn2019 0.25 -1.14 0.89 0.59 0.77 0.84 0.50 0.67 0.60 0.75
statn2020 0.10 -1.39 0.28 0.52 0.77 0.81 0.46 0.72 0.70 0.63
statnall 0.32 -0.94 0.63 0.53 0.83 0.79 0.49 0.45 0.35 0.69

Annual KGE plots

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

## 
## [[7]]

## 
## [[8]]

## 
## [[9]]

## 
## [[10]]

Pbias

Overall pbias

name value
statn2018 -0.2
statn2016 -0.3
statn2012 0.4
grid2014 0.5
grid2018 0.8
statn2020 -0.9
grid2016 1.2
statn2011 1.2
grid2015 1.5
statn2017 2.0
grid2020 2.7
gridall -2.9
statn2019 -3.2
statn2013 4.0
statnall -4.1
statn2015 -4.6
grid2013 5.4
grid2019 6.0
grid2011 7.6
statn2014 -8.3
grid2012 8.5
grid2017 10.0

Pbias by year

model_run 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
grid2011 34.0 56.6 47.3 -26.5 -10.3 -20.9 64.9 21.0 -25.4 8.0
grid2012 26.1 93.2 59.3 -22.2 -11.0 -23.0 53.2 0.5 -20.1 19.7
grid2013 30.8 42.4 55.7 -37.7 -11.7 -22.4 62.0 4.2 -8.5 0.0
grid2014 12.8 78.5 49.1 -37.5 -14.2 -20.3 46.4 -18.4 -29.1 12.1
grid2015 13.9 41.6 37.4 -31.2 -27.5 -2.9 50.3 11.9 0.1 8.0
grid2016 19.7 6.4 48.4 -33.0 -20.4 -15.9 52.3 6.8 -9.6 5.6
grid2017 27.3 94.5 63.7 -23.6 -10.9 -26.2 67.4 16.6 -16.4 3.4
grid2018 6.8 53.5 55.9 -28.8 -14.6 -27.9 51.9 5.1 -29.5 -3.6
grid2019 33.0 31.6 49.4 -32.2 -17.4 -13.3 57.2 20.7 -2.0 4.6
grid2020 18.4 42.6 54.7 -26.6 -17.8 -22.2 55.6 5.7 -18.7 -2.8
gridall 22.1 16.7 45.0 -42.7 -16.7 -28.6 55.1 -11.4 -19.5 -12.2
statn2011 29.1 76.8 18.7 -32.2 -8.2 -3.0 41.3 -15.0 -19.3 -13.3
statn2012 18.7 97.1 16.4 -29.9 -8.1 -6.1 42.4 -17.7 -14.2 -23.6
statn2013 43.2 84.6 36.9 -29.5 -8.0 -8.1 37.9 -22.2 -13.4 -14.4
statn2014 21.9 39.8 3.7 -38.3 -14.4 -11.0 33.1 -27.4 -30.5 -24.0
statn2015 23.3 63.3 2.5 -34.1 -11.4 -7.9 32.9 -16.0 -25.2 -17.4
statn2016 19.6 48.2 25.3 -31.7 -8.7 -5.1 38.0 -13.8 -22.7 -9.4
statn2017 37.1 77.7 13.5 -37.3 -8.6 -3.2 55.2 -19.5 -17.0 -13.3
statn2018 21.8 52.4 43.8 -28.8 -7.5 -16.9 26.4 -14.1 -23.8 -12.9
statn2019 29.9 79.5 8.9 -34.0 -11.9 -9.7 33.3 -16.0 -23.0 -20.6
statn2020 40.0 74.5 21.0 -38.2 -10.6 -12.5 41.5 -19.8 -17.7 -23.1
statnall 15.2 36.9 28.3 -30.4 -9.8 -13.1 26.3 -20.9 -27.6 -16.8

Annual Pbias plots

## [[1]]

## 
## [[2]]

## 
## [[3]]

## 
## [[4]]

## 
## [[5]]

## 
## [[6]]

## 
## [[7]]

## 
## [[8]]

## 
## [[9]]

## 
## [[10]]

RD and RG

RD and RG by season

  • January-February = baseflow_winter
  • March-June = snowmelt
  • July-August = Monsoon
  • September-December = Baseflow_fall

HRU results

## Reading layer `hrus_final' from data source 
##   `/Users/megansears/Documents/Repos/fourmile/38HRU_model/hrus_final.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 39 features and 11 fields
## Geometry type: POLYGON
## Dimension:     XY
## Bounding box:  xmin: 449828.4 ymin: 4429537 xmax: 472688.4 ymax: 4435507
## Projected CRS: WGS 84 / UTM zone 13N

Tmean difference

Station - grid

Tmax difference

Tmin difference

Cumulative Precip difference

2011-2020 average of daily station-grid precip for DOY 365 (or 366)

Solar radiation difference

2011-2020 average of daily station-grid solar rad

RH difference

Average soil sat comparison

Average max soil sat comparison

Average ET comparison

Average ET difference

Average LAI comparison